module2graphsandPCA
Original Dataset
Coded Dataset
Q1. Below is a list of various centrally managed sources of energy. How risky are each of these energy technologies according to you? Please tell me whether you see each technology as: not at all risky, slightly risky, moderately risky, very risky, or extremely risky
Q2. Following is a list of various individually or community-owned and managed sources of energy. How risky are each of these energy technologies according to you? Please tell me whether you see each technology as: not at all risky, slightly risky, moderately risky, very risky, or extremely risky.
Q3. Following is a list of centrally managed sources of energy. How beneficial are each of these according to you? Please tell me whether you see each technology as: not at all beneficial, slightly beneficial, moderately beneficial, very beneficial, or extremely beneficial?
Q4. Following is a list of various individually or community owned and managed sources of energy. How beneficial are each of these according to you? Please tell me whether you see each technology as: not at all beneficial, slightly beneficial, moderately beneficial, very beneficial or extremely beneficial ?
Kahan et al (2007) scale
- K_IINTRFER The government interferes far too much in our everyday lives.
- K_IPRIVACY The government should stop telling people how to live their lives.
- K_SHARM Sometimes the government needs to make laws that keep people from hurting themselves.
- K_IPROTECT It’s not the government’s business to try to protect people from themselves.
- K_SLIMCHOI The government should put limits on the choices individuals can make so they don’t get in the way of what’s good for society.
- K_SPROTECT The government should do more to advance society’s goals, even if that means limiting the freedom and choices of individuals.
- K_HEQUAL We have gone too far in pushing equal rights in this country.
- K_HREVDIS1 Nowadays it seems like there is just as much discrimination against upper castes as there is against Dalits.
- K_EDISCRIM Discrimination against minorities is still a very serious problem in our society.
- K_ERADEQ1 We need to dramatically reduce inequalities between the rich and the poor.
- K_EWEALTH Our society would be better off if the distribution of wealth was more equal.
- K_ERADEQ2 We need to dramatically reduce inequalities between men and women.
Cronbach’s alpha test on the Kahan et al (2007) scale
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## Standardized Cronbach's alpha for the 'Kahanscale' data-set
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## Items: 12
## Sample units: 1099
## alpha: 0.367
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## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.296 0.435Principal Component Analysis on Kahan et al (2007) scale
The economic -political values of the perceiver scale
- DECISIONDECEN Local politicians shouldn’t have to ask permission from the central government to implement policies
- DECISIONCEN Laws and policies would be implemented more smoothly if more power lay with the central government.
- SYSTEMTOTAL It is good to have a strong leader who does not have to bother with elections.
- SYSTEMTECHNO Experts, not the government, should make decisions according to what they think is best for the country.
- SYSTEMDEMO It is very important to have a democratic political system because it ensures that no individual leader has too much power.
- SYSTEMRELIGION There should be a system governed by religious law.
- INDUSTRYSMALL Large corporations are destroying the local industries in India and benefiting only a handful of people.
- INDUSTRYLARGE Large scale industries are required for the development of the country that will benefit everyone
- ECONOMYLOCAL India would be better off if foreign companies didn’t come to here
- ECONOMYGLOBAL Foreign companies have led to a range of benefits for the Indian people and society
- DEVOVERENV Economic growth and creating jobs should be prioritized over environmental protection
- ENVOVERDEV Polluting industries that spoil the environment should be shut down even if it costs people their jobs
- OWNERPVT All businesses and industries should be owned privately
- OWNERPUB The government should own most large businesses and industries
- OWNERREG Regardless of ownership, the government should pass strong regulations and implement them
- OWNERNOREG There is too much red-tape and the government should not interfere with businesses and industries
- WEALTHLIM A limit should be put to how much wealth a person can amass
- MECHANISATION Rapid mechanization of work is taking away jobs from workers in this country
Cronbach’s alpha test on the economic -political values of the perceiver
##
## Standardized Cronbach's alpha for the 'ecopolscalescores' data-set
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## Items: 30
## Sample units: 446
## alpha: 0.686
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## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.644 0.722PCA on the economic -political values of the perceiver
Variables in the PCs
eco - pol characteristics of the technology scale- Solar Energy and Nuclear Energy
- DISPLACESOLAR Solar energy is leading to displacement of people from their land
- POLLUTESOLAR Solar energy increases pollution of air/water/land
- HEALTHSOLAR Solar energy poses a great risk to the health of people living around it
- JOBSSOLAR Solar energy will bring jobs to the local community
- BEAUTYSOLAR Solar energy spoils the natural beauty of the landscape
- PRIDESOLAR I would be proud if my community used solar energy
- NPRIDESOLAR Solar energy is a mark of pride for our nation
- DEVSOLAR Solar energy pushes forward the country’s development
- PROSPERSOLAR Solar energy brings economic prosperity to the surrounding regions
- RELYSOLAR I don’t like the idea that I have to rely on the government for electricity from (large scale) solar energy
Cronbach’s alpha test on eco-pol characteristics of the technology - Solar Energy
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## Standardized Cronbach's alpha for the 'Solar' data-set
##
## Items: 10
## Sample units: 1099
## alpha: 0.714
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## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.659 0.754PCA on eco-pol characteristics of the technology - Solar Energy
PCA on eco-pol characteristics of the technology - Nuclear Energy
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## Standardized Cronbach's alpha for the 'Nuclear' data-set
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## Items: 10
## Sample units: 1099
## alpha: 0.688
##
## Bootstrap 95% CI based on 1000 samples
## 2.5% 97.5%
## 0.629 0.733